Title
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs Angelica Chen Ravid Schwartz-Ziv Kyunghyun Cho Matthew L. Leavitt Naomi Saphra 31 63 0 13 Sep 2023
SafetyBench: Evaluating the Safety of Large Language Models Zhexin Zhang Leqi Lei Lindong Wu Rui Sun Yongkang Huang Chong Long Xiao Liu Xuanyu Lei Jie Tang Minlie Huang LRM LM&MA ELM 45 94 0 13 Sep 2023
The Relational Bottleneck as an Inductive Bias for Efficient Abstraction Taylor Webb Steven M. Frankland Awni Altabaa Simon N. Segert Kamesh Krishnamurthy ... Tyler Giallanza Zack Dulberg Randall O'Reilly John Lafferty Jonathan D. Cohen 34 27 0 12 Sep 2023
Breaking through the learning plateaus of in-context learning in Transformer Jingwen Fu Tao Yang Yuwang Wang Yan Lu Nanning Zheng 32 1 0 12 Sep 2023
Neurons in Large Language Models: Dead, N-gram, Positional Elena Voita Javier Ferrando Christoforos Nalmpantis MILM 52 49 0 09 Sep 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 51 13 0 09 Sep 2023
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning Xinyi Wang John Wieting J. Clark CLL ALM 29 1 0 09 Sep 2023
Knowledge Distillation-Empowered Digital Twin for Anomaly Detection Qinghua Xu Sajid Ali T. Yue Zaimovic Nedim Inderjeet Singh 25 7 0 08 Sep 2023
From Internet of Things to Internet of Data Apps Silvery Fu Sylvia Ratnasamy 20 0 0 08 Sep 2023
LLMCad: Fast and Scalable On-device Large Language Model Inference Daliang Xu Wangsong Yin Xin Jin Wenjie Qu Shiyun Wei Mengwei Xu Xuanzhe Liu 25 45 0 08 Sep 2023
Meta predictive learning model of languages in neural circuits Chan Li Junbin Qiu Haiping Huang MILM 40 1 0 08 Sep 2023
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Yung-Sung Chuang Yujia Xie Hongyin Luo Yoon Kim James R. Glass Pengcheng He HILM 41 150 0 07 Sep 2023
FLM-101B: An Open LLM and How to Train It with $100K Budget$ Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Xuying Meng ... Li Du Bowen Qin Zheng-Wei Zhang Aixin Sun Yequan Wang 60 22 0 07 Sep 2023
Enhancing Pipeline-Based Conversational Agents with Large Language Models Mina Foosherian Hendrik Purwins Purna Rathnayake Touhidul Alam Rui Teimao K. Thoben LLMAG 32 2 0 07 Sep 2023
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media Hongzhi Qi Qing Zhao Jianqiang Li Changwei Song Wei-dong Zhai ... Y. Yu Fan Wang Huijing Zou Bing Xiang Yang Guanghui Fu AI4MH 34 12 0 07 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 39 6 0 07 Sep 2023
Everyone Deserves A Reward: Learning Customized Human Preferences Pengyu Cheng Jiawen Xie Ke Bai Yong Dai Nan Du 19 30 0 06 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 61 154 0 05 Sep 2023
CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models Lingyue Fu Huacan Chai Shuang Luo Kounianhua Du Weiming Zhang ... Jingkuan Wang Siyuan Qi Kangning Zhang Weinan Zhang Yong Yu ELM 30 9 0 05 Sep 2023
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering Yubo Wang Xueguang Ma Wenhu Chen LM&MA AI4MH 52 9 0 05 Sep 2023
Are Emergent Abilities in Large Language Models just In-Context Learning? Sheng Lu Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Iryna Gurevych LRM ELM ReLM 67 93 0 04 Sep 2023
Memory Efficient Optimizers with 4-bit States Bingrui Li Jianfei Chen Jun Zhu MQ 30 34 0 04 Sep 2023
Efficient RLHF: Reducing the Memory Usage of PPO Michael Santacroce Yadong Lu Han Yu Yuan-Fang Li Yelong Shen 35 27 0 01 Sep 2023
Taken out of context: On measuring situational awareness in LLMs Lukas Berglund Asa Cooper Stickland Mikita Balesni Max Kaufmann Meg Tong Tomasz Korbak Daniel Kokotajlo Owain Evans LLMAG LRM 29 62 0 01 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 33 65 0 31 Aug 2023
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection Kairui Hu Ming Yan Qiufeng Wang Ivor W. Tsang Wen-Haw Chong Yong Keong Yap LRM 25 3 0 31 Aug 2023
GPT has become financially literate: Insights from financial literacy tests of GPT and a preliminary test of how people use it as a source of advice Paweł Niszczota S. Abbas ELM RALM 22 38 0 31 Aug 2023
SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills Amey Agrawal Ashish Panwar Jayashree Mohan Nipun Kwatra Bhargav S. Gulavani Ramachandran Ramjee AI4TS LRM 39 96 0 31 Aug 2023
Intelligence as a Measure of Consciousness Igor Sevo 19 0 0 30 Aug 2023
FPTQ: Fine-grained Post-Training Quantization for Large Language Models Qingyuan Li Yifan Zhang Liang Li Peng Yao Bo Zhang Xiangxiang Chu Yerui Sun Li-Qiang Du Yuchen Xie MQ 49 13 0 30 Aug 2023
AskIt: Unified Programming Interface for Programming with Large Language Models Katsumi Okuda Saman P. Amarasinghe ELM 14 2 0 29 Aug 2023
International Governance of Civilian AI: A Jurisdictional Certification Approach Robert F. Trager Benjamin Harack Anka Reuel A. Carnegie Lennart Heim ... R. Lall Owen Larter Seán Ó hÉigeartaigh Simon Staffell José Jaime Villalobos 26 20 0 29 Aug 2023
Where Would I Go Next? Large Language Models as Human Mobility Predictors Xinglei Wang Meng Fang Zichao Zeng Tao Cheng 19 52 0 29 Aug 2023
Identifying and Mitigating the Security Risks of Generative AI Clark W. Barrett Bradley L Boyd Ellie Burzstein Nicholas Carlini Brad Chen ... Zulfikar Ramzan Khawaja Shams D. Song Ankur Taly Diyi Yang SILM 46 93 0 28 Aug 2023
Situated Natural Language Explanations Zining Zhu Hao Jiang Jingfeng Yang Sreyashi Nag Chao Zhang Jie Huang Yifan Gao Frank Rudzicz Bing Yin LRM 49 1 0 27 Aug 2023
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models Shuang Li Jiangjie Chen Siyu Yuan Xinyi Wu Hao Yang Shimin Tao Yanghua Xiao 48 15 0 26 Aug 2023
A Wide Evaluation of ChatGPT on Affective Computing Tasks Mostafa M. Amin Rui Mao Min Zhang Björn W. Schuller AI4MH 31 28 0 26 Aug 2023
Solving Math Word Problem with Problem Type Classification Jie Yao Zihao Zhou Qiufeng Wang 33 6 0 26 Aug 2023
Construction Grammar and Language Models Harish Tayyar Madabushi Laurence Romain P. Milin Dagmar Divjak 34 5 0 25 Aug 2023
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering Keheng Wang Feiyu Duan Sirui Wang Peiguang Li Yunsen Xian Chuantao Yin Wenge Rong Zhang Xiong LRM KELM 35 73 0 25 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 40 38 0 24 Aug 2023
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions Yijie Chen Yanjun Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 55 26 0 24 Aug 2023
Instruction Position Matters in Sequence Generation with Large Language Models Yanjun Liu Xianfeng Zeng Fandong Meng Jie Zhou LRM 64 8 0 23 Aug 2023
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine Chenrui Zhang Lina Liu Jinpeng Wang Chuyuan Wang Xiaodi Sun Hongyu Wang Mingchen Cai LLMAG 50 24 0 23 Aug 2023
From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models Jing Yao Xiaoyuan Yi Xiting Wang Jindong Wang Xing Xie ALM 32 42 0 23 Aug 2023
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE Junyi Chen Longteng Guo Jianxiang Sun Shuai Shao Zehuan Yuan Liang Lin Dongyu Zhang MLLM VLM MoE 60 9 0 23 Aug 2023
Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs Ziyi Tang Ruilin Wang Weixing Chen Keze Wang Yang Liu Tianshui Chen Liang Lin Tianshui Chen Liang Lin LRM 24 0 0 23 Aug 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 57 15 0 23 Aug 2023
Towards an On-device Agent for Text Rewriting Yun Zhu Yinxiao Liu Felix Stahlberg Shankar Kumar Yu-hui Chen Liangchen Luo Lei Shu Renjie Liu Jindong Chen Lei Meng LLMAG 32 6 0 22 Aug 2023
LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning Jun Lu Lei Yu Xiaojia Li Li Yang Chun Zuo ALM 27 73 0 22 Aug 2023